{"id":"W3211100592","doi":"10.1016/j.cvfa.2021.08.001","title":"Honey Bee Veterinary Medicine: A Developing Field","year":2021,"lang":"en","type":"editorial","venue":"Veterinary Clinics of North America Food Animal Practice","topic":"Bee Products Chemical Analysis","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Veterinary medicine; Honey bee; Medicine; Biology; Zoology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007351096,0.0007019247,0.001557206,0.0000605256,0.0002347052,0.00007668188,0.00129437,0.000749781,0.0004462728],"category_scores_gemma":[0.02247469,0.0003619504,0.0004988859,0.001486187,0.0003471379,0.0005359962,0.001142305,0.001799376,0.00005170572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008230952,"about_ca_system_score_gemma":0.0002283426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005390103,"about_ca_topic_score_gemma":0.00008457907,"domain_scores_codex":[0.9943242,0.0006464591,0.001570199,0.00146189,0.00133544,0.0006617915],"domain_scores_gemma":[0.9808672,0.01519822,0.002024836,0.0003490157,0.001283894,0.0002768319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002998558,0.0006906619,0.0001132749,0.0004935405,0.001076191,0.0007238149,0.0001266827,0.000001987176,0.07244633,0.000006444448,0.7452714,0.1760511],"study_design_scores_gemma":[0.0002286318,0.0246438,0.000264293,0.0002747131,0.0004557307,0.00005799449,0.0003027469,0.000007223121,0.0002389162,0.00002131794,0.9727654,0.0007392086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.7020897,0.007457413,0.00002819242,0.02360547,0.2632768,0.0007087345,0.001145986,0.0003281568,0.001359514],"genre_scores_gemma":[0.2177166,0.01546912,0.008520229,0.003222602,0.751356,0.00008218206,0.003328549,0.00003295793,0.0002717855],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4880792,"threshold_uncertainty_score":0.9998832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05096414646921187,"score_gpt":0.3255872882893354,"score_spread":0.2746231418201235,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}